ArticleNPJ digital medicine2025
Data from the All of Us research program reinforces existence of activity inequality.
Article in NPJ digital medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
11 citing papers in PubMed.
- Article
- Strengths and Limitations of All of Us Data Use for Public Health Research.American journal of public health · 2026Article
- Cross-level regional and socioeconomic inequalities in step counts: a descriptive epidemiological investigation of 1.5 million Japanese smartphone users.The Lancet regional health. Western Pacific · 2026Article
- Impact of Gyroscope Integration, Sensor Placement, and Activity Granularity on Human Activity Recognition Performance.Sensors (Basel, Switzerland) · 2026Article
- Smartphone Step Data for Public Health: Insights From Surveillance in Japan and Future Perspectives.Journal of epidemiology · 2026Article
- The All of Us Research Program's wearables dataset.Nature medicine · 2026Article
- Impact of Daylight Saving Time on Physical Activity Patterns.Nature health · 2026Article
- Should We Keep Changing the Clock? Characterizing Causal Effects of Daylight Saving Time on Behavior and Physiology.medRxiv : the preprint server for health sciences · 2026Article
- Genomics in Health and Biomedicine.Advances in experimental medicine and biology · 2026Review
- Sleep duration and timing are associated with next-day physical activity: Insights from two large-scale wearable sensor studies.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- A systematic literature review on integrating AI-powered smart glasses into digital health management for proactive healthcare solutions.NPJ digital medicine · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Large-scale and detailed analyses of activity in the United States (US) remain limited. In this work, we leveraged the comprehensive wearable, demographic, and survey data from the All of Us Research Program, the largest and most diverse population health study in the US to date, to apply and extend the previous global findings on activity inequality within the context of the US. We found that daily steps differed by sex at birth, age, body characteristics, geography, and built environment. Quantifying activity inequality using the modified Gini index, we found a strong correlation with obesity prevalence (R
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.